{"id":"W4400003185","doi":"10.18280/ijdne.190328","title":"Evaluating the Efficiency of Activated Sludge Processes in Treating Industrial Wastewater from Nata De Coco Production","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coconut Research and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Badan Riset dan Inovasi Nasional","keywords":"Coco; Activated sludge; Wastewater; Production (economics); Environmental science; Waste management; Industrial wastewater treatment; Sewage treatment; Pulp and paper industry; Environmental engineering; Engineering; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000617263,0.00008121265,0.0001095039,0.0001392084,0.0000421685,0.000100817,0.0002891114,0.0001254556,0.00004415883],"category_scores_gemma":[0.0009870441,0.00005418793,0.00003886326,0.0002147352,0.00004310872,0.0001856511,0.00003526444,0.0007441112,4.252933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299086,"about_ca_system_score_gemma":0.0004076457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027215,"about_ca_topic_score_gemma":0.00002423949,"domain_scores_codex":[0.9990144,0.00004323736,0.0003316191,0.0001328353,0.0003637901,0.0001141699],"domain_scores_gemma":[0.9988677,0.000563886,0.0001717048,0.00007523561,0.000287883,0.00003361064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003733239,0.000107099,0.001350319,0.00006454441,0.0001640534,0.00002821285,0.001070767,0.002122168,0.9517557,0.0001065033,0.0001415492,0.04271579],"study_design_scores_gemma":[0.001270636,0.0002081434,0.000353738,0.001772771,0.00008572958,0.0002962092,0.001479425,0.08722047,0.9006502,0.005796789,0.0006704638,0.0001954104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967301,0.001021499,0.0005439681,0.001282099,0.0001585629,0.00008501639,0.00002981454,0.000007864441,0.0001410311],"genre_scores_gemma":[0.9984551,0.0002093724,0.0007381472,0.00001111381,0.0004645877,0.000009134707,0.00001919337,0.000008708113,0.00008463203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0850983,"threshold_uncertainty_score":0.3232834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443699004632433,"score_gpt":0.3506090946662254,"score_spread":0.3062391942029821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}